Model Predictive Control via Probabilistic Inference: A Tutorial and Survey
arXiv:2511.08019v4 Announce Type: replace
Abstract: This paper presents a tutorial and survey on Probabilistic Inference-based Model Predictive Control (PI-MPC). PI-MPC reformulates finite-horizon optimal control as inference over an optimal control d…